{"id":"W1947408980","doi":"10.5858/2006-130-811-nrcorp","title":"No Residual Cancer on Radical Prostatectomy After Positive 10-Core Biopsy: Incidence, Biopsy Findings, and DNA Specimen Identity Analysis","year":2006,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Rockyview General Hospital; University of Calgary","funders":"","keywords":"Prostatectomy; Medicine; Biopsy; Prostate cancer; Cancer; Urology; Prostate-specific antigen; Incidence (geometry); Prostate; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002849533,0.0003417805,0.0009359348,0.0006702241,0.00009658541,0.000009417241,0.000119576,0.0001242698,0.0005150968],"category_scores_gemma":[0.0001658184,0.0002519785,0.0001086571,0.0008354961,0.001761868,0.0001216237,0.00008950676,0.0002664863,0.00001792707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010821,"about_ca_system_score_gemma":0.0001982707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000287125,"about_ca_topic_score_gemma":0.0002085037,"domain_scores_codex":[0.9977767,0.0001505179,0.00056317,0.0006901553,0.0004090482,0.0004104423],"domain_scores_gemma":[0.9985835,0.000352684,0.0002282083,0.0004150337,0.0001946141,0.000225973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004049014,0.0006709376,0.8952138,0.0002017622,0.001178949,0.006253364,0.001454584,0.000007111584,0.08756849,0.001438992,0.001146553,0.0008164282],"study_design_scores_gemma":[0.003596969,0.001622084,0.9812818,0.0005523472,0.001796101,0.00008229774,0.0001283898,0.0000241616,0.009599439,0.0006524388,0.0004574628,0.0002065775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909878,0.004636555,0.00003802865,0.001438073,0.0001272049,0.0005608162,0.0005964786,0.00004063751,0.0015744],"genre_scores_gemma":[0.9963232,0.0009984216,0.0007858913,0.0006349431,0.000397926,0.000197418,0.0002778387,0.00003034024,0.000354062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08606791,"threshold_uncertainty_score":0.9999933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009213501230005324,"score_gpt":0.2875146916904731,"score_spread":0.2783011904604678,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}